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42:06

Iterative Design for Data Science Projects

Posted by Bo Peng  on  Jan 15, 2017 Posted by Bo Peng  on  Jan 15, 2017

Bo Peng goes over how Datascope iterated on the major pieces of the Expert Finder application project to produce actionable insights and recommendations on methodologies.

45:43

The Node.js Ecosystem in Perspective

Posted by Dan Shaw  on  Jan 15, 2017 Posted by Dan Shaw  on  Jan 15, 2017

Dan Shaw explores the implications of the decisions made while transforming application development from a Java to a JavaScript dominated environment and how they have impacted the Node.js ecosystem.

47:20

The Art of Relevance and Recommendations

Posted by Clarence Chio  on  Jan 15, 2017 Posted by Clarence Chio  on  Jan 15, 2017

Clarence Chio talks about the creation of a real-world relevance and recommendation system from scratch.

32:30

Lessons Learnt - Migrating from Spring XD to Spring Data Cloud Flow

Posted by Katie Mooney  on  Jan 14, 2017 Posted by Katie Mooney Dillon Woods Cahlen Humphreys  on  Jan 14, 2017

Katie Mooney, Dillon Woods and Cahlen Humphreys point out key differences in Spring XD that have been resolved in Spring Cloud Data Flow.

01:05:34

Reactive Kafka

Posted by Rajini Sivaram  on  Jan 14, 2017 Posted by Rajini Sivaram  on  Jan 14, 2017

Rajini Sivaram talks about Kafka and reactive streams and then explores the development of a reactive streams interface for Kafka and the use of this interface for building robust applications.

01:10:46

Cloud Native Streaming and Event-driven Microservices

Posted by Marius Bogoevici  on  Jan 14, 2017 Posted by Marius Bogoevici  on  Jan 14, 2017

Marius Bogoevici demonstrates how to create complex data processing pipelines that bridge the big data and enterprise integration together and how to orchestrate them with Spring Cloud Data Flow.

30:58

Troubleshooting RabbitMQ and Microservices That Use It

Posted by Micahel Klishin  on  Jan 14, 2017 Posted by Micahel Klishin  on  Jan 14, 2017

Micahel Klishin talks about how one can troubleshoot a distributed service-oriented system, focusing on Java, Spring, and RabbitMQ.

45:39

A Brief History of Unicode

Posted by Alex Blewitt  on  Jan 13, 2017 Posted by Alex Blewitt  on  Jan 13, 2017

Alex Blewitt discusses the origins of Unicode, why UTF8 is important, how character sets have evolved over time and the role Unicode has had in the evolution of many languages.

27:13

Operationalizing Data Science Using Cloud Foundry

Posted by Lawrence Spracklen  on  Jan 12, 2017 Posted by Lawrence Spracklen  on  Jan 12, 2017

Lawrence Spracklen creates a machine learning model leveraging data within MPP databases such as Apache HAWQ or Greenplum integrated with Chorus and then deploying this as a microservice on PCF.

01:08:03

Architecting for Cloud Native Data: Data Microservices Done Right Using Spring Cloud

Posted by Fred Melo  on  Jan 12, 2017 Posted by Fred Melo  on  Jan 12, 2017

Fred Melo introduces Spring Cloud Stream from a Data Microservices perspective.

01:04:19

Spring for Apache Kafka

Posted by Gary Russell  on  Jan 12, 2017 Posted by Gary Russell  on  Jan 12, 2017

Gary Russell takes a look at the features of the spring-kafka project as well as the new version (2.0) of spring-integration-kafka which is now based on the Spring for Apache Kafka project.

48:22

Micropreneurship - What it Takes to Build a Startup Company on Your Own Dime

Posted by Craig Tataryn  on  Jan 10, 2017 Posted by Craig Tataryn  on  Jan 10, 2017

Craig Tataryn presents techniques useful to evaluate a business idea and determine whether or not it's a good fit for the Micropreneur Startup model.

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